Overview

Dataset Statistics

Number of Variables 29
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 13.4 MB
Average Row Size in Memory 1.2 KB
Variable Types
  • Categorical: 15
  • Numerical: 12
  • GeoPoint: 2

Dataset Insights

GOALS_H is skewed Skewed
GOALS_A is skewed Skewed
ODDS_HOME is skewed Skewed
ODDS_HOME_X is skewed Skewed
ODDS_AWAY is skewed Skewed
ODDS_AWAY_X is skewed Skewed
RAIN is skewed Skewed
CLOUDY is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
TEAM_HOME has a high cardinality: 148 distinct values High Cardinality
TEAM_AWAY has a high cardinality: 148 distinct values High Cardinality
DATE_MATCH has a high cardinality: 1279 distinct values High Cardinality
STATS_HOME_TOTAL_MATCH has a high cardinality: 11534 distinct values High Cardinality
STATS_HOME_FIRSTTIME_MATCH has a high cardinality: 11534 distinct values High Cardinality
STATS_HOME_SECONDTIME_MATCH has a high cardinality: 11534 distinct values High Cardinality
STATS_AWAY_TOTAL_MATCH has a high cardinality: 11534 distinct values High Cardinality
STATS_AWAY_FIRSTTIME_MATCH has a high cardinality: 11534 distinct values High Cardinality
STATS_AWAY_SECONDTIME_MATCH has a high cardinality: 11534 distinct values High Cardinality
CORNERS_MIN_HOME has a high cardinality: 10077 distinct values High Cardinality
CORNERS_MIN_AWAY has a high cardinality: 9200 distinct values High Cardinality
GOALS_MIN_HOME has a high cardinality: 4308 distinct values High Cardinality
GOALS_MIN_AWAY has a high cardinality: 3290 distinct values High Cardinality
ID has constant length 8 Constant Length
DATE_MATCH has constant length 10 Constant Length
TIME_MATCH has constant length 5 Constant Length
STATS_HOME_TOTAL_MATCH has constant length 10 Constant Length
STATS_HOME_FIRSTTIME_MATCH has constant length 10 Constant Length
STATS_HOME_SECONDTIME_MATCH has constant length 10 Constant Length
STATS_AWAY_TOTAL_MATCH has constant length 10 Constant Length
STATS_AWAY_FIRSTTIME_MATCH has constant length 10 Constant Length
STATS_AWAY_SECONDTIME_MATCH has constant length 10 Constant Length
ID has all distinct values Unique
STATS_HOME_TOTAL_MATCH has all distinct values Unique
STATS_HOME_FIRSTTIME_MATCH has all distinct values Unique
STATS_HOME_SECONDTIME_MATCH has all distinct values Unique
STATS_AWAY_TOTAL_MATCH has all distinct values Unique
STATS_AWAY_FIRSTTIME_MATCH has all distinct values Unique
STATS_AWAY_SECONDTIME_MATCH has all distinct values Unique
TEMPERATURE has 123 (1.07%) negatives Negatives
GOALS_H has 2641 (22.9%) zeros Zeros
GOALS_A has 3597 (31.19%) zeros Zeros
RAIN has 7586 (65.77%) zeros Zeros
CLOUDY has 718 (6.23%) zeros Zeros
  • 1
  • 2
  • 3
  • 4
  • 5

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 822.2 KB

Length

Mean 8
Standard Deviation 0
Median 8
Minimum 8
Maximum 8

Sample

1st row I7XF6FSR
2nd row KGJs2Zzq
3rd row 6XHk0D5e
4th row KIrtyAcH
5th row EFETfITF

Letter

Count 77010
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 38152
Dash Punctuation 0
Decimal Number 15262
  • ID contains many words: 11534 words
  • ID has words of constant length

LEAGUE

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 815.8 KB

Length

Mean 7.424
Standard Deviation 1.6168
Median 7
Minimum 6
Maximum 10

Sample

1st row FRANCIA
2nd row FRANCIA
3rd row FRANCIA
4th row FRANCIA
5th row FRANCIA

Letter

Count 85628
Lowercase Letter 0
Space Separator 0
Uppercase Letter 85628
Dash Punctuation 0
Decimal Number 0

ROUND

numerical

Approximate Distinct Count 38
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 18.4244
Minimum 1
Maximum 38
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ROUND is skewed right (γ1 = 0.0961)

Quantile Statistics

Minimum 1
5-th Percentile 2
Q1 9
Median 18
Q3 28
95-th Percentile 36
Maximum 38
Range 37
IQR 19

Descriptive Statistics

Mean 18.4244
Standard Deviation 10.8751
Variance 118.2668
Sum 212507
Skewness 0.09611
Kurtosis -1.2007
Coefficient of Variation 0.5903
  • ROUND is not normally distributed (p-value 0.007067592583168051)

TEAM_HOME

categorical

Approximate Distinct Count 148
Approximate Unique (%) 1.3%
Missing 0
Missing (%) 0.0%
Memory Size 832.8 KB

Length

Mean 8.9411
Standard Deviation 3.6118
Median 8
Minimum 3
Maximum 22

Sample

1st row Lyon
2nd row Metz
3rd row PSG
4th row Niza
5th row Marsella

Letter

Count 99472
Lowercase Letter 84018
Space Separator 3597
Uppercase Letter 15454
Dash Punctuation 58
Decimal Number 0

TEAM_AWAY

categorical

Approximate Distinct Count 148
Approximate Unique (%) 1.3%
Missing 0
Missing (%) 0.0%
Memory Size 832.9 KB

Length

Mean 8.9472
Standard Deviation 3.6167
Median 8
Minimum 3
Maximum 22

Sample

1st row Lens
2nd row Saint-Etienne
3rd row Lille
4th row Marsella
5th row PSG

Letter

Count 99536
Lowercase Letter 84086
Space Separator 3603
Uppercase Letter 15450
Dash Punctuation 58
Decimal Number 0

DATE_MATCH

categorical

Approximate Distinct Count 1279
Approximate Unique (%) 11.1%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row 2021-10-30
2nd row 2021-10-30
3rd row 2021-10-29
4th row 2021-10-27
5th row 2021-10-24

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 23068
Decimal Number 92272
  • DATE_MATCH contains many words: 1279 words
  • DATE_MATCH has words of constant length

TIME_MATCH

categorical

Approximate Distinct Count 49
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Memory Size 788.5 KB
  • The largest value (14:00) is over 1.51 times larger than the second largest value (15:00)

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 19:00
2nd row 15:00
3rd row 19:00
4th row 19:00
5th row 18:45

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 46136
  • The largest value (1400) is over 1.51 times larger than the second largest value (1500)
  • TIME_MATCH has words of constant length

GOALS_H

numerical

Approximate Distinct Count 11
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.5422
Minimum 0
Maximum 10
Zeros 2641
Zeros (%) 22.9%
Negatives 0
Negatives (%) 0.0%
  • GOALS_H is skewed right (γ1 = 0.9935)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 1
Q3 2
95-th Percentile 4
Maximum 10
Range 10
IQR 1

Descriptive Statistics

Mean 1.5422
Standard Deviation 1.3091
Variance 1.7138
Sum 17788
Skewness 0.9935
Kurtosis 1.3664
Coefficient of Variation 0.8488
  • GOALS_H is not normally distributed (p-value 2.8414702435115113e-14)
  • GOALS_H has 907 outliers

GOALS_A

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.2228
Minimum 0
Maximum 9
Zeros 3597
Zeros (%) 31.2%
Negatives 0
Negatives (%) 0.0%
  • GOALS_A is skewed right (γ1 = 1.0771)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 3
Maximum 9
Range 9
IQR 2

Descriptive Statistics

Mean 1.2228
Standard Deviation 1.1678
Variance 1.3637
Sum 14104
Skewness 1.0771
Kurtosis 1.4286
Coefficient of Variation 0.955
  • GOALS_A is not normally distributed (p-value 1.7317899002650838e-15)
  • GOALS_A has 38 outliers

ODDS_HOME

numerical

Approximate Distinct Count 144
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.8705
Minimum -1
Maximum 26
Zeros 0
Zeros (%) 0.0%
Negatives 4
Negatives (%) 0.0%
  • ODDS_HOME is skewed right (γ1 = 3.5474)

Quantile Statistics

Minimum -1
5-th Percentile 1.22
Q1 1.65
Median 2.2
Q3 3.1
95-th Percentile 7
Maximum 26
Range 27
IQR 1.45

Descriptive Statistics

Mean 2.8705
Standard Deviation 2.2348
Variance 4.9944
Sum 33107.94
Skewness 3.5474
Kurtosis 18.3856
Coefficient of Variation 0.7786
  • ODDS_HOME is not normally distributed (p-value 7.941306011830894e-14)
  • ODDS_HOME has 1069 outliers

ODDS_HOME_X

numerical

Approximate Distinct Count 108
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.5265
Minimum 0.49
Maximum 8.66
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ODDS_HOME_X is skewed right (γ1 = 3.2917)

Quantile Statistics

Minimum 0.49
5-th Percentile 1.03
Q1 1.15
Median 1.32
Q3 1.63
95-th Percentile 2.81
Maximum 8.66
Range 8.17
IQR 0.48

Descriptive Statistics

Mean 1.5265
Standard Deviation 0.6569
Variance 0.4315
Sum 17606.42
Skewness 3.2917
Kurtosis 15.8678
Coefficient of Variation 0.4303
  • ODDS_HOME_X is not normally distributed (p-value 1.72085574949876e-13)
  • ODDS_HOME_X has 983 outliers

ODDS_AWAY

numerical

Approximate Distinct Count 144
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.7881
Minimum -1
Maximum 41
Zeros 0
Zeros (%) 0.0%
Negatives 4
Negatives (%) 0.0%
  • ODDS_AWAY is skewed right (γ1 = 3.0961)

Quantile Statistics

Minimum -1
5-th Percentile 1.44
Q1 2.3
Median 3.4
Q3 5.5
95-th Percentile 13
Maximum 41
Range 42
IQR 3.2

Descriptive Statistics

Mean 4.7881
Standard Deviation 4.3738
Variance 19.1304
Sum 55225.46
Skewness 3.0961
Kurtosis 12.757
Coefficient of Variation 0.9135
  • ODDS_AWAY is not normally distributed (p-value 9.514081161331866e-12)
  • ODDS_AWAY has 930 outliers

ODDS_AWAY_X

numerical

Approximate Distinct Count 116
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.0637
Minimum 0.49
Maximum 14.37
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ODDS_AWAY_X is skewed right (γ1 = 3.0943)

Quantile Statistics

Minimum 0.49
5-th Percentile 1.1
Q1 1.37
Median 1.68
Q3 2.25
95-th Percentile 4.34
Maximum 14.37
Range 13.88
IQR 0.88

Descriptive Statistics

Mean 2.0637
Standard Deviation 1.2186
Variance 1.4849
Sum 23802.72
Skewness 3.0943
Kurtosis 13.3752
Coefficient of Variation 0.5905
  • ODDS_AWAY_X is not normally distributed (p-value 1.2680730454390331e-12)
  • ODDS_AWAY_X has 946 outliers

STATS_HOME_TOTAL_MATCH

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRHT
2nd row KGJs2ZzqHT
3rd row 6XHk0D5eHT
4th row KIrtyAcHHT
5th row EFETfITFHT

Letter

Count 100078
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 61220
Dash Punctuation 0
Decimal Number 15262
  • STATS_HOME_TOTAL_MATCH contains many words: 11534 words
  • STATS_HOME_TOTAL_MATCH has words of constant length

STATS_HOME_FIRSTTIME_MATCH

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRH1
2nd row KGJs2ZzqH1
3rd row 6XHk0D5eH1
4th row KIrtyAcHH1
5th row EFETfITFH1

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • STATS_HOME_FIRSTTIME_MATCH contains many words: 11534 words
  • STATS_HOME_FIRSTTIME_MATCH has words of constant length

STATS_HOME_SECONDTIME_MATCH

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRH2
2nd row KGJs2ZzqH2
3rd row 6XHk0D5eH2
4th row KIrtyAcHH2
5th row EFETfITFH2

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • STATS_HOME_SECONDTIME_MATCH contains many words: 11534 words
  • STATS_HOME_SECONDTIME_MATCH has words of constant length

STATS_AWAY_TOTAL_MATCH

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRAT
2nd row KGJs2ZzqAT
3rd row 6XHk0D5eAT
4th row KIrtyAcHAT
5th row EFETfITFAT

Letter

Count 100078
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 61220
Dash Punctuation 0
Decimal Number 15262
  • STATS_AWAY_TOTAL_MATCH contains many words: 11534 words
  • STATS_AWAY_TOTAL_MATCH has words of constant length

STATS_AWAY_FIRSTTIME_MATCH

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRA1
2nd row KGJs2ZzqA1
3rd row 6XHk0D5eA1
4th row KIrtyAcHA1
5th row EFETfITFA1

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • STATS_AWAY_FIRSTTIME_MATCH contains many words: 11534 words
  • STATS_AWAY_FIRSTTIME_MATCH has words of constant length

STATS_AWAY_SECONDTIME_MATCH

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRA2
2nd row KGJs2ZzqA2
3rd row 6XHk0D5eA2
4th row KIrtyAcHA2
5th row EFETfITFA2

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • STATS_AWAY_SECONDTIME_MATCH contains many words: 11534 words
  • STATS_AWAY_SECONDTIME_MATCH has words of constant length

CORNERS_MIN_HOME

categorical

Approximate Distinct Count 10077
Approximate Unique (%) 87.4%
Missing 0
Missing (%) 0.0%
Memory Size 892.2 KB
  • The largest value () is over 79.5 times larger than the second largest value (67)

Length

Mean 14.2075
Standard Deviation 9.3102
Median 14
Minimum 0
Maximum 55

Sample

1st row 85;59;19
2nd row 88;84;59;31;20;4
3rd row 70;67;60;25
4th row 91;50;33;20;12;4
5th row 94;91;76;32

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 114645
  • CORNERS_MIN_HOME contains many words: 10071 words

CORNERS_MIN_AWAY

categorical

Approximate Distinct Count 9200
Approximate Unique (%) 79.8%
Missing 0
Missing (%) 0.0%
Memory Size 855.6 KB
  • The largest value () is over 38.28 times larger than the second largest value (45)

Length

Mean 10.9573
Standard Deviation 7.9479
Median 11
Minimum 0
Maximum 53

Sample

1st row 94;93;79;32;6
2nd row
3rd row 95;43;42;14;2
4th row 90;89;72;66;45;38
5th row 63;54;37;35;27

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 89905
  • CORNERS_MIN_AWAY contains many words: 9189 words
  • The largest value (45) is over 1.88 times larger than the second largest value (21)

GOALS_MIN_HOME

categorical

Approximate Distinct Count 4308
Approximate Unique (%) 37.4%
Missing 0
Missing (%) 0.0%
Memory Size 772.7 KB
  • The largest value () is over 26.39 times larger than the second largest value (45)

Length

Mean 3.6027
Standard Deviation 3.5307
Median 2
Minimum 0
Maximum 28

Sample

1st row 25;41
2nd row 9
3rd row 74;88
4th row 6
5th row

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 33110
  • GOALS_MIN_HOME contains many words: 4298 words
  • The largest value (45) is over 1.98 times larger than the second largest value (56)

GOALS_MIN_AWAY

categorical

Approximate Distinct Count 3290
Approximate Unique (%) 28.5%
Missing 0
Missing (%) 0.0%
Memory Size 763.5 KB
  • The largest value () is over 36.22 times larger than the second largest value (45)

Length

Mean 2.786
Standard Deviation 3.0669
Median 2
Minimum 0
Maximum 26

Sample

1st row 61
2nd row 16
3rd row 31
4th row 42
5th row

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 26294
  • GOALS_MIN_AWAY contains many words: 3281 words
  • The largest value (45) is over 1.62 times larger than the second largest value (55)

WEATHER_INFO

categorical

Approximate Distinct Count 41
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Memory Size 852.9 KB

Length

Mean 10.7181
Standard Deviation 5.7433
Median 10
Minimum 3
Maximum 35

Sample

1st row Patchy light drizz...
2nd row Light rain
3rd row Light drizzle
4th row Clear
5th row Partly cloudy

Letter

Count 114818
Lowercase Letter 103284
Space Separator 8805
Uppercase Letter 11534
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (Partly cloudy, Sunny) take over 50.0%

TEMPERATURE

numerical

Approximate Distinct Count 50
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 13.6253
Minimum -11
Maximum 43
Zeros 69
Zeros (%) 0.6%
Negatives 123
Negatives (%) 1.1%
  • TEMPERATURE is skewed right (γ1 = 0.3478)

Quantile Statistics

Minimum -11
5-th Percentile 3
Q1 8
Median 13
Q3 18
95-th Percentile 26
Maximum 43
Range 54
IQR 10

Descriptive Statistics

Mean 13.6253
Standard Deviation 7.187
Variance 51.6534
Sum 157154
Skewness 0.3478
Kurtosis -0.1512
Coefficient of Variation 0.5275
  • TEMPERATURE has 56 outliers

RAIN

numerical

Approximate Distinct Count 130
Approximate Unique (%) 1.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 0.4209
Minimum 0
Maximum 32.2
Zeros 7586
Zeros (%) 65.8%
Negatives 0
Negatives (%) 0.0%
  • RAIN is skewed right (γ1 = 8.4062)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.2
95-th Percentile 2.3
Maximum 32.2
Range 32.2
IQR 0.2

Descriptive Statistics

Mean 0.4209
Standard Deviation 1.4365
Variance 2.0634
Sum 4855.1
Skewness 8.4062
Kurtosis 111.1687
Coefficient of Variation 3.4125
  • RAIN is not normally distributed (p-value 5.57476884035755e-25)
  • RAIN has 1796 outliers

HUMIDITY

numerical

Approximate Distinct Count 91
Approximate Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 67.8835
Minimum 10
Maximum 100
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • HUMIDITY is skewed left (γ1 = -0.4775)

Quantile Statistics

Minimum 10
5-th Percentile 37
Q1 56
Median 70
Q3 82
95-th Percentile 92
Maximum 100
Range 90
IQR 26

Descriptive Statistics

Mean 67.8835
Standard Deviation 17.0816
Variance 291.7821
Sum 782968
Skewness -0.4775
Kurtosis -0.3284
Coefficient of Variation 0.2516
  • HUMIDITY is not normally distributed (p-value 2.2198344772981504e-07)
  • HUMIDITY has 23 outliers

CLOUDY

numerical

Approximate Distinct Count 101
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 43.7914
Minimum 0
Maximum 100
Zeros 718
Zeros (%) 6.2%
Negatives 0
Negatives (%) 0.0%
  • CLOUDY is skewed right (γ1 = 0.3325)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 9
Median 36
Q3 79
95-th Percentile 100
Maximum 100
Range 100
IQR 70

Descriptive Statistics

Mean 43.7914
Standard Deviation 35.6719
Variance 1272.4856
Sum 505090
Skewness 0.3325
Kurtosis -1.3966
Coefficient of Variation 0.8146
  • CLOUDY is not normally distributed (p-value 3.308331623027226e-16)

WIND

numerical

Approximate Distinct Count 62
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 13.6349
Minimum 0
Maximum 65
Zeros 15
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • WIND is skewed right (γ1 = 1.2168)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 7
Median 12
Q3 18
95-th Percentile 31
Maximum 65
Range 65
IQR 11

Descriptive Statistics

Mean 13.6349
Standard Deviation 8.8246
Variance 77.8741
Sum 157265
Skewness 1.2168
Kurtosis 1.961
Coefficient of Variation 0.6472
  • WIND is not normally distributed (p-value 2.4179450074775467e-06)
  • WIND has 338 outliers

Interactions

Correlations

Missing Values